%0 Journal Article
%T CBR with Commonsense Reasoning and Structure Mapping: An Application to Mediation
%A Atilim Gunes Baydin
%A Ramon Lopez de Mantaras
%A Simeon Simoff
%A Carles Sierra
%J Computer Science
%D 2011
%I arXiv
%R 10.1007/978-3-642-23291-6_28
%X Mediation is an important method in dispute resolution. We implement a case based reasoning approach to mediation integrating analogical and commonsense reasoning components that allow an artificial mediation agent to satisfy requirements expected from a human mediator, in particular: utilizing experience with cases in different domains; and structurally transforming the set of issues for a better solution. We utilize a case structure based on ontologies reflecting the perceptions of the parties in dispute. The analogical reasoning component, employing the Structure Mapping Theory from psychology, provides a flexibility to respond innovatively in unusual circumstances, in contrast with conventional approaches confined into specialized problem domains. We aim to build a mediation case base incorporating real world instances ranging from interpersonal or intergroup disputes to international conflicts.
%U http://arxiv.org/abs/1108.0039v2